CN104866310B - The processing method and system of knowledge data - Google Patents
The processing method and system of knowledge data Download PDFInfo
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- CN104866310B CN104866310B CN201510260646.8A CN201510260646A CN104866310B CN 104866310 B CN104866310 B CN 104866310B CN 201510260646 A CN201510260646 A CN 201510260646A CN 104866310 B CN104866310 B CN 104866310B
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Abstract
The embodiment of the present invention provides a kind of processing method and system of knowledge data.The method includes：It obtains and calculates script, the sentence in the calculating script includes the code for calling packaged calculating operator, and the calculating operator is for operating the data in knowledge base；It is parsed to calculating the sentence in script, it includes executing the instruction for calculating operator to generate；It executes instruction respectively, to be handled the data in knowledge base by calculating operator.Technical scheme of the present invention improves the durability of code, and reduces coding cost.
Description
Technical field
The present invention relates to the information processing technology more particularly to a kind of processing method and system of knowledge data.
Background technology
The construction of knowledge mapping is by real world objects, the process of hypostazation.The data that knowledge mapping is related to (are known
Know the data in library) it carries out tissue and calculates to be important link in knowledge mapping technology.Wherein, it is carried by the structuring of data
Take the tissue for carrying out data.In addition it is also necessary to which it is specific to realize to execute processing and the function calculated for the data in knowledge base
Function.In this way, knowledge data calculating is exactly to provide to support various applications on entity and attribute this data structure
The related mechanism that computing capability and load capacity calculation need, to which the output of knowledge base is reached maximization.
In the prior art, it need to write different codes for the application product of different knowledge bases and complete different calculating and patrol
Volume, the durability of calculating logic is poor, code to write efficiency low；It can not be complete according to the knowledge in certain rule and knowledge base
It is calculated at knowledge-based reasoning.
Thus, need to write different codes complete for the application products of different knowledge bases for existing knowledge data computational methods
At different calculating logics, have the following problems mostly：(1) development cost of code is higher, and designer need to understand knowledge
The bottom data interface in library can complete related development；(2) durability of code is poor, and different application is fought separately, and completes
Similar processing logic, waste of manpower cost；(3) lack the ability of knowledge reasoning, it can not be dynamic according to existing knowledge reasoning
Go out new knowledge；(4) lack unified online computing platform, efficient on-line operation ability is provided.
Invention content
The embodiment of the present invention provides a kind of processing method and system of knowledge data, to improve the durability of code, and
Reduce coding cost.
In order to achieve the above objectives, the embodiment provides a kind of processing method of knowledge data, the method packets
It includes：It obtains and calculates script, the sentence calculated in script includes the code for calling packaged calculating operator, the meter
Operator is calculated for being operated to the data in knowledge base；Sentence in the calculating script is parsed, it includes holding to generate
The row instruction for calculating operator；Execute described instruction respectively, with by the calculating operator to the data in the knowledge base
It is handled.
Optionally, the method further includes：The data in knowledge base are made inferences according to default rule, are generated new
Knowledge data；The operation executed for the new knowledge data to generation is encapsulated as new calculating operator.
Further, the method further includes：Store the new knowledge data generated.
Optionally, the sentence in the calculating script parses, and generation includes executing the calculating operator
The processing of instruction further includes：Generate the instruction for executing operator, built-in function and/or custom function.
Preferably, the method further includes：The request for knowledge processing is received, the request includes the function that need to be called
Information, and it is described obtain calculate script processing include：It is counted accordingly according to the acquisition of information of the function that need to be called
Calculate script.
Optionally, write the script for calculating script include but not limited to it is following any one：Scala、
JavaScript, VBScript, ActionScript, MAX Script, ASP, JSP, PHP, SQL, Perl, Shell,
Python, Ruby, JavaFX, Lua, AutoIt and custom script language.
The embodiments of the present invention also provide a kind of processing system of knowledge data, the system comprises：Script obtains mould
Block calculates script for obtaining, and the sentence calculated in script includes the code for calling packaged calculating operator, institute
It states and calculates operator for being operated to the data in knowledge base；Script parsing module, for the language in the calculating script
Sentence is parsed, and it includes executing the instruction for calculating operator to generate；Instruction execution module, for executing described instruction respectively,
To be handled the data in the knowledge base by the calculating operator.
Optionally, the system also includes：Knowledge reasoning module is used for according to default rule to the data in knowledge base
It makes inferences, generates new knowledge data；Operator package module, for the new knowledge data execution to generation will to be used for
Operation be encapsulated as new calculating operator.
Further, the system also includes：Knowledge store module, for storing the new knowledge data generated.
Optionally, the script parsing module is additionally operable to：It generates and executes operator, built-in function and/or custom function
Instruction.
Preferably, the system also includes：Request receiving module, it is described to ask for receiving the request for knowledge processing
The information of the function including that need to call is sought, and the script acquisition module is additionally operable to the information according to the function that need to be called
Obtain corresponding calculating script.
Optionally, write the script for calculating script include but not limited to it is following any one：Scala、
JavaScript, VBScript, ActionScript, MAX Script, ASP, JSP, PHP, SQL, Perl, Shell,
Python, Ruby, JavaFX, Lua, AutoIt and custom script language.
The processing method and system of knowledge data provided in an embodiment of the present invention, based on encapsulate in advance in knowledge base number
According to the calculating operator for carrying out specified operation, the calculating script for including the code for calculating operator is obtained and parsed, generates and execute phase
The instruction answered, to handle the data in knowledge base.This programme can realize following advantageous effect：It can be by calling comprising meter
The code for calculating operator completes knowledge data processing, and the bottom data interface without deep layer understanding knowledge base can complete correlation and open
Hair；Using the calculating operator encapsulated, the code without the script to same operation carries out repeating to write, and code reuse is strong,
Save human cost.
Description of the drawings
Fig. 1 is the method flow diagram of processing method one embodiment of knowledge data provided by the invention；
Fig. 2 is knowledge base data sample provided by the invention；
Fig. 3 is the method flow diagram of another embodiment of the processing method of knowledge data provided by the invention；
Fig. 4 is the structural schematic diagram of processing system one embodiment of knowledge data provided by the invention；
Fig. 5 is the structural schematic diagram of another embodiment of the processing system of knowledge data provided by the invention.
Specific implementation mode
The basic inventive concept of the present invention is to be encapsulated as corresponding in advance by the specified operation carried out for data in knowledge base
Calculating operator, then realized to knowledge base by parsing and executing the calculating script of the code comprising different calculating operators
The processing of middle data, obtains result data.The technical solution of the embodiment of the present invention carries out knowledge using the calculating operator encapsulated
Data manipulation, the bottom data interface of knowledge base is understood without deep layer can complete related development；The meter encapsulated is utilized simultaneously
Operator is calculated, the code without the script to same operation carries out repeating to write, and code reuse is strong, saves human cost.
Embodiment one
Fig. 1 is the method flow diagram of processing method one embodiment of knowledge data provided by the invention.
Referring to Fig.1, it in step S110, obtains and calculates script, the sentence in the calculating script includes packaged for calling
Calculating operator code, the calculating operator is for operating the data in knowledge base.
In the present embodiment, will in advance it be encapsulated for each common operation of knowledge base, and the operation after encapsulation is known as calculating
Operator can carry out object knowledge library the operation corresponding to the calculating operator when the corresponding instruction of each calculating operator of calling.
Several each common codes for operating corresponding calculating operator for knowledge base are shown as follows：
GetData () obtains knowledge base data operator
Sort () sequence operators
N value operators are taken after Topn () sequences
Compare () comparison operator, for comparing the difference of two entities or attribute
GetRuleInfr () rule-based reasoning operator
GetField () obtain some attribute of entity operator (such as people entities, including name, height,
The attributes such as age)
By the corresponding written in code of each calculating operator in calculating script, it can be calculated by analytical Calculation script to call
The corresponding specified operation for knowledge base of operator.
It in step S120, is parsed to calculating the sentence in script, it includes executing the instruction for calculating operator to generate.
In the present embodiment, the script for writing calculating script may include but be not limited to following any type language：
Scala, JavaScript, VBScript, ActionScript, MAX Script, ASP, JSP, PHP, SQL, Perl, Shell,
Python, Ruby, JavaFX, Lua, AutoIt and custom script language.
In general, when being integrated with the interpreter for explaining above-mentioned existing script in system, it can be to using above-mentioned existing
The calculating script of scripting language is voluntarily explained, and forms corresponding instruction.And it is directed to custom script language generation
Calculating script also need separately to configure and write applicable self-defined interpreter to complete to calculate the parsing of script.
As shown knowledge base data sample in Fig. 2.In the knowledge base data, "：" before be data entity type,
“：" it is the corresponding entity value of data entity type afterwards.Such as：
"type":[
"Mountain"
]
Wherein, " type " is data entity type, and " type ", [" Mountain "] is the corresponding entity of data entity type
Value, i.e., " mountain ".
For the processing operation on " mountain " in knowledge base data, it is shown below in conjunction with the code of the aforementioned calculating operator shown
Calculate the code sample of script：
Sample one
Mountain1_height=GetField (Topn (Sort (GetData (Pekinese mountain), ' height '), 2), '
height’)
Mountain2_height=GetField (Topn (Sort (GetData (Pekinese mountain), ' height '), 3), '
height’)
Diff=Compare (Mountain1_height, Mountain2_height)
The calculating script corresponding instruction is the function of " difference for calculating the second high mountain of Beijing and third high mountain is how much rice ".
Sample two
Mountain1_height=GetField (Topn (Sort (GetData (Pekinese mountain), ' height '), 2), '
height’)
The calculating script corresponding instruction is：" then the entity on the mountain for taking Beijing all sorts these entities by height,
The 2nd entity is taken, the height attributes of the 2nd entity is finally taken to return as a result ".
It in step S130, executes instruction respectively, to be handled the data in knowledge base by calculating operator.
After the instruction including the corresponding operator comprising calculating of interpreter analytical Calculation script, these are executed respectively and is referred to
It enables, the data in knowledge base is handled with calculating operator corresponding operation by execution.
The processing method of knowledge data provided in an embodiment of the present invention carries out data in knowledge base based on encapsulating in advance
The calculating operator of specified operation obtains and parses the calculating script for including the code for calculating operator, generates and execute finger accordingly
It enables, to handle the data in knowledge base.This programme can complete knowledge data by calling comprising the code for calculating operator
Processing, the bottom data interface of knowledge base is understood without deep layer can complete related development；Utilize the calculating operator encapsulated, nothing
The code of the script of same operation need to be carried out repeating to write, code reuse is strong, saves human cost.
Embodiment two
Fig. 3 is the method flow diagram of another embodiment of the processing method of knowledge data provided by the invention, can be considered Fig. 1
A kind of specific implementation of illustrated embodiment.In the present embodiment, further illustrates about the generation for calculating operator, calculate foot
This acquisition and the step content that parsing generation instruction is carried out to calculating script.
The request for knowledge processing is received, which includes the letter for the function that need to be called in step S310 with reference to Fig. 3
Breath.
For existing script, especially custom script language calculating script acquisition, can be by script at
Platform is realized.Operation interface can be arranged in the script processing platform between multiple online knowledge bases, to realize to knowledge base
The purpose that data are handled.User can also be handled according to the knowledge in knowledge base data processing function to be carried out to script
Platform sends the request for knowledge processing, the information for the function of needing to call is contained in the request, to ask in terms of script
It calculates platform and script is calculated according to the acquisition request of knowledge processing, complete knowledge data and calculate.
It in step S320, obtains and calculates script, the sentence in the calculating script includes for calling packaged calculating to calculate
The code of son, the calculating operator is for operating the data in knowledge base.The processing of step S320 and abovementioned steps S110
Processing it is similar.
Specifically, it is based in step S310, receives the request for knowledge processing, it can be according to need when obtaining and calculating script
The acquisition of information of the function of calling calculates script accordingly.It can be corresponded in the calculating script of acquisition comprising the work(for realizing required calling
The code of the instruction for calculating operator, executing operator, built-in function and/or custom function of energy.
Wherein, the code foregoing teachings for calculating operator have shown that sample, as follows to executing operator, built-in function and making by oneself
The code of the instruction of adopted function is enumerated.
Table 1 executes the code of operator
Built-in function, custom function
When writing calculating script, existing function in script can be usually used, as variable assignments, logic are sentenced
Power functions, these functions such as disconnected, cycle are known as built-in function.And for certain special operations in knowledge base, specifically compiling
Write calculate script when also can customize write function, these functions are known as custom function.
In the present embodiment, custom function may include keyword function, begin, end, the definition of custom function
Form is as follows：
Custom function example：
It in step S330, is parsed to calculating the sentence in script, generation includes executing calculate operator, execute operation
The instruction of symbol, built-in function and/or custom function.The processing of step S330 is similar with the processing of abovementioned steps S120.
Based on being parsed to above-mentioned calculating script, while parsing generates and executes the instruction for calculating operator, can also give birth to
At the instruction for executing operator, built-in function and/or custom function.
It in step S340, executes instruction respectively, to be handled the data in knowledge base by calculating operator.Step
The processing of S330 is similar with the processing of abovementioned steps S130.
The instruction of execution operator, built-in function and/or custom function based on generation, by calculating operator logarithm
Further include executing these to instruct corresponding operation when being handled according to the data in library.
In the present embodiment, based on operator is calculated to the data in database in the process of processing, can also carry out including
The step content of step S350~S360, the generation and storage of inference data.
Step S350 makes inferences the data in knowledge base according to default rule, generates new knowledge data；
In order to further be excavated to the data in knowledge base, knowledge data is pushed away using default rule
Reason, obtains new knowledge data.For example, utilizing existing knowledge of the regulation engine in combining knowledge base and Manual definition
Rule derives that the example of new knowledge is as follows：
The definition of rule：(father A B) (father B C)=>(grandfather A C).This rule indicates, if the father of A is B, and
And the father of B is C, can derive that the grandfather of A is this new fact of C.The addition of regulation engine can greatly enrich one's knowledge
The ability of processing completes more intelligent processing.
The new knowledge data of generation is stored in as operated on it processing in above-mentioned knowledge base, may be used also
For generating newer knowledge data.
The operation executed for the new inferenctial knowledge data to generation is encapsulated as new calculating operator by step S360.
In step S350, during generating new knowledge data, can will generate regular used by new knowledge data
Or the content of operation is packaged, to form the calculating operator for knowledge data operation.These calculate operator and equally also may be used
It is programmed in above-mentioned calculating script, to abundant script operation.
The processing method of knowledge data provided in an embodiment of the present invention on the basis of embodiment shown in Fig. 1, is further shown
The step of having gone out the acquisition for calculating script about the generation for calculating operator and having carried out parsing generation instruction to calculating script is interior
Hold.Meanwhile, it can be achieved that processing platform is unitized, improving online processing using comprising the knowledge online processing mode for calculating operator
Ability.
Embodiment three
Fig. 4 is the structural schematic diagram of processing system one embodiment of knowledge data provided by the invention, can be used for executing
The method and step of embodiment as shown in Figure 1.
With reference to Fig. 4, the processing system of the knowledge data specifically includes script acquisition module 410,420 and of script parsing module
Instruction execution module 430.
Script acquisition module 410 calculates script for obtaining, and the sentence in the calculating script includes packaged for calling
Calculating operator code, the calculating operator is for operating the data in knowledge base.
Script parsing module 420 is used to parse to calculating the sentence in script, and generation includes executing to calculate operator
Instruction.
Instruction execution module 430, for executing described instruction respectively, with by calculating operator to the number in the knowledge base
According to being handled.
The processing system of knowledge data provided in an embodiment of the present invention is known by calling comprising the code completion for calculating operator
Know data processing, the bottom data interface of knowledge base is understood without deep layer can complete related development；Utilize the calculating encapsulated
Operator, the code without the script to same operation carry out repeating to write, and code reuse is strong, saves human cost.
Example IV
Fig. 5 is the structural schematic diagram of another embodiment of the processing system of knowledge data provided by the invention, can be considered Fig. 4
A kind of specific implementation structure of illustrated embodiment, the method and step for executing embodiment as shown in Figure 3.
With reference to Fig. 5, the processing system of the knowledge data includes script acquisition module 410, script parsing module 420 and instruction
Execution module 430, and it is essentially identical with the corresponding module in Fig. 4 respectively.
On this basis, in the processing system of knowledge data shown in fig. 5, may also include：Knowledge reasoning module 440 is used
In being made inferences to the data in knowledge base according to default rule, new knowledge data is generated；Operator package module 450 is used
It is encapsulated as new calculating operator in the operation for executing the new knowledge data being used for generation.
Correspondingly, the processing system of above-mentioned knowledge data may also include：Knowledge store module 460 is generated for storing
New knowledge data.
Further, script parsing module 420, which is additionally operable to generate, executes operator, built-in function and/or custom function
Instruction.
Further, the processing system of above-mentioned knowledge data may also include：Request receiving module 470 is used for receiving
In the request of knowledge processing, which includes the information for the function that need to be called, and script acquisition module 410 is additionally operable to according to need
The acquisition of information of the function of calling calculates script accordingly.
Further, it in the processing system of above-mentioned knowledge data, writes and calculates the script of script and include but not
It is limited to following any type language：Scala, JavaScript, VBScript, ActionScript, MAX Script, ASP,
JSP, PHP, SQL, Perl, Shell, python, Ruby, JavaFX, Lua, AutoIt and custom script language.
The processing system of knowledge data provided in an embodiment of the present invention, on the basis of system embodiment shown in Fig. 4, into one
Step has shown the acquisition for calculating script about the generation for calculating operator and has carried out the step that parsing generates instruction to calculating script
Rapid content.Meanwhile using comprising the knowledge online processing mode for calculating operator, it can be achieved that processing platform is unitized, raising is online
Processing capacity.
It is above-mentioned to be realized in hardware, firmware with device according to the method for the present invention, or be implemented as being storable in note
Software or computer code in recording medium (such as CD ROM, RAM, floppy disk, hard disk or magneto-optic disk), or it is implemented through net
The original storage that network is downloaded in long-range recording medium or nonvolatile machine readable media and will be stored in local recording medium
In computer code, can be stored in using all-purpose computer, application specific processor or can compile to method described here
Such software processing in journey or the recording medium of specialized hardware (such as ASIC or FPGA).It is appreciated that computer, processing
Device, microprocessor controller or programmable hardware include can store or receive software or computer code storage assembly (for example,
RAM, ROM, flash memory etc.), when the software or computer code are by computer, processor or hardware access and execute, realize
Processing method described here.In addition, when all-purpose computer accesses the code for realizing the processing being shown here, code
Execute special purpose computer all-purpose computer is converted to for executing the processing being shown here.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (10)
1. a kind of processing method of knowledge data, which is characterized in that the method includes：It obtains and calculates script, the calculating foot
Sentence in this includes the code for calling packaged calculating operator, and the calculating operator is used for the data in knowledge base
It is operated；Wherein, the data in knowledge base are made inferences according to default rule, generates new knowledge data；It will be used for
The operation executed to the new knowledge data of generation is encapsulated as new calculating operator；
Sentence in the calculating script is parsed, it includes executing the instruction for calculating operator to generate；
Described instruction is executed respectively, to be handled the data in the knowledge base by the calculating operator.
2. according to the method described in claim 1, it is characterized in that, the method further includes：
Store the new knowledge data generated.
3. according to method according to any one of claims 1 to 2, which is characterized in that the language in the calculating script
Sentence is parsed, and the processing for generating the instruction for including the execution calculating operator further includes：
Generate the instruction for executing operator, built-in function and/or custom function.
4. according to the method described in claim 3, it is characterized in that, the method further includes：
The request for knowledge processing is received, the request includes the information for the function that need to be called, and
It is described obtain calculate script processing include：Script is calculated accordingly according to the acquisition of information of the function that need to be called.
5. according to claim 1-2 any one of them methods, which is characterized in that write the script packet for calculating script
Include following several scripts：Scala, JavaScript, VBScript, ActionScript, MAX Script, ASP, JSP,
PHP, SQL, Perl, Shell, python, Ruby, JavaFX, Lua, AutoIt and custom script language.
6. a kind of processing system of knowledge data, which is characterized in that the system comprises：
Script acquisition module, for obtain calculate script, it is described calculate script in sentence include by call it is packaged based on
The code of operator is calculated, the calculating operator is for operating the data in knowledge base；
Script parsing module, for being parsed to the sentence in the calculating script, generation includes executing the calculating operator
Instruction；
Instruction execution module, for executing described instruction respectively, with by the calculating operator to the data in the knowledge base
It is handled；
Knowledge reasoning module generates new knowledge data for being made inferences to the data in knowledge base according to default rule；
Operator package module, the operation for executing the new knowledge data being used for generation are encapsulated as new calculating and calculate
Son.
7. system according to claim 6, which is characterized in that the system also includes：
Knowledge store module, for storing the new knowledge data generated.
8. the system according to any one of claim 6~7, which is characterized in that the script parsing module is additionally operable to：
Generate the instruction for executing operator, built-in function and/or custom function.
9. system according to claim 8, which is characterized in that the system also includes：
Request receiving module, for receiving the request for knowledge processing, the request includes the information for the function that need to be called, and
And
The script acquisition module is additionally operable to calculate script accordingly according to the acquisition of information of the function that need to be called.
10. according to claim 6-7 any one of them systems, which is characterized in that write the script for calculating script
Including any one following language：Scala, JavaScript, VBScript, ActionScript, MAX Script, ASP,
JSP, PHP, SQL, Perl, Shell, python, Ruby, JavaFX, Lua, AutoIt and custom script language.
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| CN107678790B (en) | 2016-07-29 | 2020-05-08 | 华为技术有限公司 | Flow calculation method, device and system |
| CN108446110B (en) * | 2018-03-14 | 2022-01-04 | 武汉斗鱼网络科技有限公司 | Lua script generation method, Lua script generation device, Lua script generation terminal and computer readable medium |
| CN110673934B (en) * | 2019-08-22 | 2023-04-21 | 深圳市全通数码科技有限公司 | Intelligent management and control platform operation method based on big data |
| CN110659358A (en) * | 2019-09-16 | 2020-01-07 | 上海云从企业发展有限公司 | Knowledge network management method, device, equipment and medium based on financial business |
| CN110928529B (en) * | 2019-11-06 | 2021-10-26 | 第四范式（北京）技术有限公司 | Method and system for assisting operator development |
| CN111027699B (en) * | 2019-11-15 | 2022-02-11 | 广东电网有限责任公司 | Remote maintenance method for expert knowledge base of intelligent warning system of transformer substation |
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